based on limited knowledge

USAGE SUMMARY

The phrase “based on limited knowledge” is correct and usable in written English.
You can use this phrase when you want to emphasize that the information or opinions that you are providing are based on a relatively small amount of information. For example, “My opinion on the matter is based on limited knowledge, so it should be taken with a grain of salt.”.

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

It rightly points out that one should be careful in changing classification systems based on limited knowledge and that perhaps discarding the term atypical ductal hyperplasia at the present time may be premature.

Breast Cancer Research

These will be big decisions based on limited knowledge and little or no experience.

The New York Times

What is more dangerous, he said, is that many advertisers plan campaigns based on limited knowledge of a particular group.

The New York Times

Senator Pat Roberts of Kansas and Representative Porter J. Goss of Florida said that in their own view, based on limited knowledge, the disclosure was inadvertent.

The New York Times

If a finding is based on limited knowledge, it cannot represent a certain statement and has to be supplemented with information regarding the validity of findings.

Energy, Sustainability and Society

Too often, the decisions are based on limited knowledge, the information is incomplete or imperfect, and the decisions must be made during a limited period of time.

Clinical Decision Support The Road Ahead

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

The study's authors warned, however, that their assessment was based on limited scientific knowledge; much of the scientific data on health effects from radiation is based on acute exposures like those that followed the bombing of Hiroshima and Nagasaki and not chronic, low-level exposure.

The New York Times

The study's authors warned, however, that their assessment was based on limited scientific knowledge; much of the data on health effects from radiation is based on acute exposures like those that followed the bombings of Hiroshima and Nagasaki and not chronic, low-level exposure.

The New York Times

The simulation was based on limited information and knowledge of OT, and the predictions resulting from the simulation should be empirically evaluated.

BMC Systems Biology

This paper describes the work performed for the power plant conceptual studies (PPCS) reactor model AB, a 'near-term' fusion power reactor based on limited extrapolations from today knowledge on technology and plasma physic assumption, featuring a helium-cooled lithium lead (HCLL) blanket concept and a He cooled divertor.

Fusion Engineering and Design

Our knowledge of the appropriate values of these parameters is often incomplete, based on limited experimental investigations.

Bulletin of Volcanology

Expert writing Tips

Best practice

Use "based on limited knowledge" to preface statements that could be challenged or require further validation, positioning it as a preliminary assessment.

Common error

Avoid presenting information "based on limited knowledge" as definitive or absolute. Always qualify your statements to reflect the degree of uncertainty.

Linguistic Context

The phrase "based on limited knowledge" functions as a prepositional phrase, modifying a verb or noun. It typically introduces a statement, decision, or action that is made with incomplete information. This aligns with Ludwig's confirmation of the phrase's correctness and usability.

Expression frequency: Common

Frequent in

Science

63%

News & Media

31%

Encyclopedias

6%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on limited knowledge" is a grammatically correct and commonly used phrase to indicate that an assertion or action is informed by incomplete information. Ludwig AI confirms its validity. It's frequently used in scientific and news contexts to introduce statements that should be considered preliminary or qualified. When employing this phrase, it is crucial to acknowledge the uncertainty and avoid overstating conclusions. Related phrases, like "acting with incomplete information", can provide alternative ways to express the same idea. Remember to use this phrase strategically to maintain credibility and transparency in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

deciding with partial understanding

Emphasizes that the understanding is not complete when making a decision.

acting with incomplete information

Highlights the action taken despite lacking full details.

making assumptions based on scant evidence

Focuses on the use of assumptions due to a lack of strong evidence.

proceeding with limited insight

Stresses the lack of deep understanding when moving forward.

inferring from limited insights

Centers on the act of making inferences with restricted understanding.

drawing conclusions from sparse data

Focuses on the act of inferring something from a small amount of available information.

acting tentatively due to knowledge gaps

Focuses on acting cautiously because there are missing pieces of information.

judging from a superficial perspective

Highlights that the evaluation is based on a shallow examination.

assessing with rudimentary awareness

Highlights the basic level of consciousness when evaluating something.

operating under informational constraints

Emphasizes that knowledge limitations restrict operations.

FAQs

How can I use "based on limited knowledge" in a sentence?

You can use "based on limited knowledge" to introduce a statement or opinion that you acknowledge may not be fully informed or complete. For example, "Based on limited knowledge, I believe the project will succeed, but further research is needed."

What are some alternatives to the phrase "based on limited knowledge"?

Alternatives include phrases like "with the information available", "given our current understanding", or "to the best of our knowledge".

Is it appropriate to use "based on limited knowledge" in formal writing?

Yes, it's acceptable in formal writing to acknowledge the limitations of your information. However, be sure to provide context and justification for any claims you make.

How does "based on limited knowledge" differ from "based on no knowledge"?

"Based on limited knowledge" suggests that some information is available, even if incomplete, while "based on no knowledge" implies a complete lack of information or understanding. The former allows for cautious speculation or preliminary assessments, whereas the latter doesn't provide any basis for judgment.